TWI345641B - A method and system for locating a mobile radio receiver in a radio system with multiple transmitters - Google Patents
A method and system for locating a mobile radio receiver in a radio system with multiple transmitters Download PDFInfo
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- TWI345641B TWI345641B TW093102624A TW93102624A TWI345641B TW I345641 B TWI345641 B TW I345641B TW 093102624 A TW093102624 A TW 093102624A TW 93102624 A TW93102624 A TW 93102624A TW I345641 B TWI345641 B TW I345641B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/02—Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks
- H04W8/08—Mobility data transfer
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/14—Determining absolute distances from a plurality of spaced points of known location
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/02—Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Databases & Information Systems (AREA)
- Mobile Radio Communication Systems (AREA)
- Position Fixing By Use Of Radio Waves (AREA)
Description
1345641 玖、發明說明: 【發明所屬之技術領域】 本發明係關於多發射器無線電系統,特定言之係關於在 一具有複數個發射台,每個發射台均位於一不同地理位置 的系統中定位一行動無線電接收器之位置,以便為有關區 域提供足夠的無線電涵蓋範圍。 【先前技術】 使用複數個發射^來定位無線電純统使用 不同的技術來測量所接收信號的特性,以便求出接收器的 位置。此等技術的特徵為時間參考、相位參考或空間參 考’或組合此等三種類型之技術。 在時間參考系統中,例如美國海防機構所建立的L〇ran 系.充無線電發射採取無線電脈衝的形式,可精確地測 量該等無線電脈衝到達行動接收器 種特殊類型的接收器,其可決定從該系統中一=:之 母個發射器接收脈衝之間的時間差異。此資訊定義-連接 相等時間差異點之曲線,而該接收器必須位於曲線上。藉 夕接收器對之類似測量,進__步使曲線相交可將接收器 位置決定為最佳地滿足全部所測量時間差異的曲線交點。 此系統的—擴展形式係全球定位系統(GPS),其使用從 。。個夺間上同步並亦將其位置發射至該接收器的衛星發射 : 的乜號該接收器參考其内部時間源而測量從每個 軒星接收的寅料流中一已定義點的到達時間。每次測量可 定義該接收器必須位於其上的一球面,並且藉由無線電電 90960.doc 1345641 波從該衛星的飛行時間來固定該球面的半徑。使用不同位 置之不同衛星來進行類似的測量可建立多個相交的球面。 藉由求解與衛星之間的距離以及接&器的㈣㈣之聯立 方程,可將接收态的位置決定為最佳地滿足全部所測量時 間延遲與接收器時脈偏移之球面交點。 使用相㈣量之系統τ包括Decca導航系統以及加哪 ^統。該行動接收器測量從具有相位同步發射之特殊發射 裔所接收之信號相互之間的相對相位,或關内部相位 :考相互之間的相對相位。#由瞭解發射器的位置以及涵 盍區域中所有點處所接收的預測相位,可決定與—組特定 相位測量一致的接收器位置。 所有上述系統需要具有專業化接收器的專屬且昂貴的發 射器系統。 ^ 一先前技術方法,例如US_5859612_A使用所發射信受 、、-定向、f生貝。此點已應用於一使用可識別調變光束之, —X,纟從[知的起始位i以及起始時間同步掃描一 已定義區域。藉由瞭解光束開始其掃描的時間以及已定奏 接收時間,可將接收器的位置決定為在—來自來渴 胼古态之特疋方向之徑向線上。藉由確定同時最佳地滿及 徑向線方位的點,從多來源進行類似的接收可固定接 收器的兩維位置。 來自固^天線之狹窄發射圖案的無線電發射之空間 敕亦可用以決^—接收器的位置。藉由瞭解接收到 …那個疋向圖案,可決定該接收器在一以發 90960.doc 1345641 射台為中心的扇區内之位置。藉由搜尋最佳地滿足所有通 向發射台之光束方向的點,從多重疊發射器圖案接收狹窄 的光束可在空間上類似地固定接收器。 上述系統亦需要專屬的發射器,但此等接收器通常褐阳 於有關的特定區域。當光束寬度因此接收器的精確方位增 加時,系統的精確度會隨之快速降低。該接收器的專業化 程度通常小於時間或相位測量接收器,並可與其他功能例 如天氣預報接收共享其定位功能。 上述使用來自固定基地發射器台之發射的定向圖案之最 後方法可應用於數位無線電蜂巢式系統。在此類系統令, 藉由複數個固定的發射與接收台(通常共同定位)來為欲由 通信服務所涵蓋的區域提供服務。一單一固定發射器點在 其定向天線圖案之一上所涵蓋的區域稱為一扇區或一單 元。已將所有單元位置之組合設計成使一大地理區域中之 大量行動發射器與接收器處於一連續通信中,且此等固定 發射器-接收器之至少一個(伺服基地台)作為行動台沿任意 方向移動。此系統中之固定發射器_接收器通常稱為一基 地台,並且行動接收器可接收相鄰基地台之發射,因為其 天線圖案與伺服基地台的天線圖案重疊。在任何特定情形 下,當接收器相對於固定網路移動時,行動接收器用以連 接至基礎服務網路的基地台會隨之改變。此程序稱為交 遞,其確保行動接收器的通信流量從一基地台流暢地傳遞 至另一基地台,從而不會在服務中發生延時。 為實現交遞程序,蜂巢式行動接收器從複數個基地台接 90960.doc 1345641 收發射。相關技術顯示基於電信目的而進行的此等發射如 何亦可由行動接收器使用,或在與該接收器通信的一處理 裝置中使用,以便計算接收器的位置。現在說明此等先前 技術方法及其缺點。 如US-6108553-A中所述,行動接收器可測量從時間同步 基地台接收與由其發射的兩信號之間的相對時間延遲。當 取自數對不同的基地台發射時,此等測量形成一組相交的 雙曲線。最佳地滿足所有此等曲線之相交的點可預測接收 器的位置。 此订動接收器亦可參考其内部時脈而測量從每個基地台 所接收的信號,例如參見w〇 97/11384或貿〇 99/2_。 然後可將此接收時間與網路内其他外部測量接收器對相同 發射所作之測量組合。然後可將所組合的測量資訊組合於 手機令或其他廣義計算構件中,以便提供一組 =的相交圓。可將手機的位置計算成處於圓的交點。°為 前述技術需要在網路中的接收器處安裝及維護額外的設 備,以實現時序測量’並且亦必須修改手機的正常通信功 能’以進行額外的時序測量。 US-5293642-A中所述之先前技術亦說明使用蜂巢式系统 々中所應用之無線電電波的空間特性之位置估計技術。在此 等系統中基地台接收器測量由行動台發射器所發射之信 號的無線電傳播參f此等參數可包括信號強度與行料 間:然後使用該等參數以及基地台天線圖案的知識來導出 -行動接收器之機率密度函數(以每個基地台為中外從 90960.doc 1345641 而提供任何位置之預測信號強度。藉由組合此機率密度函 數與類似機率密度函數(以其他基地台為中心),可導出聯 σ機率也、度函數♦之最大值,可將該最大值解釋為行動台 的最大可能性位置。 叮助接收器 在其他先刖技術中,例如US-5613205-A,1345641 发明, DESCRIPTION OF THE INVENTION: FIELD OF THE INVENTION The present invention relates to a multi-transmitter radio system, and more particularly to positioning in a system having a plurality of transmitting stations each located in a different geographic location The location of a mobile radio receiver to provide adequate radio coverage for the area concerned. [Prior Art] Using a plurality of transmissions to locate a radio system uses different techniques to measure the characteristics of the received signal in order to find the position of the receiver. These techniques are characterized by a time reference, a phase reference or a spatial reference' or a combination of these three types of techniques. In a time reference system, for example, the L〇ran-based radio transmission established by the US Haiphong Agency takes the form of radio pulses, which can accurately measure the arrival of the radio pulses to the special type of receiver of the mobile receiver, which can decide from In the system, a mother transmitter receives a time difference between pulses. This information definition - a curve connecting equal time difference points, and the receiver must be on the curve. Similar measurements are made by the receiver, and the intersection of the curves by the __ step determines the position of the receiver as the intersection of the curves that best satisfies all the measured time differences. The extended form of this system is the Global Positioning System (GPS), which is used from . . A satellite transmission that synchronizes and also transmits its position to the receiver: an apostrophe that measures the arrival time of a defined point in the stream received from each satellite with reference to its internal time source . Each measurement defines a sphere on which the receiver must be located and fixes the radius of the sphere from the time of flight of the satellite by radio frequency 90960.doc 1345641. Similar measurements can be made using different satellites in different locations to create multiple intersecting spheres. By solving the distance from the satellite and the simultaneous equations of (4) and (4) of the && device, the position of the receiving state can be determined to best satisfy the spherical intersection of all measured time delays and receiver clock offsets. The system using the phase (four) quantity τ includes the Decca navigation system and the addition system. The mobile receiver measures the relative phase of the signals received from the particular transmitters with phase-synchronized emissions, or the internal phase: the relative phase between each other. # Determine the receiver position consistent with the group-specific phase measurement by knowing the position of the transmitter and the predicted phase received at all points in the culvert area. All of the above systems require a proprietary and expensive transmitter system with a specialized receiver. ^ A prior art method, such as US_5859612_A, uses the transmitted signal to receive, -direct, and f. This point has been applied to the use of a identifiable modulated beam, -X, 同步 to scan a defined area from [the starting start bit i and the start time. By knowing when the beam begins its scan and the time it has been received, the position of the receiver can be determined to be on the radial line from the direction of the thirst. A similar reception from multiple sources can be used to fix the two-dimensional position of the receiver by determining points that are simultaneously optimally full and radial line orientation. The space of the radio transmission from the narrow emission pattern of the solid antenna can also be used to determine the position of the receiver. By knowing that the ... direction pattern is received, the position of the receiver within a sector centered on the 90960.doc 1345641 can be determined. Receiving a narrow beam from the multi-overlapping emitter pattern can similarly fix the receiver spatially by searching for points that best satisfy all of the beam directions leading to the transmitting station. The above systems also require dedicated transmitters, but these receivers are usually browned to the specific area in question. As the beam width increases the receiver's precise orientation, the accuracy of the system decreases rapidly. The receiver is typically less specialized than a time or phase measurement receiver and can share its positioning capabilities with other functions such as weather forecast reception. The last method described above using an directional pattern of emissions from a fixed base transmitter station can be applied to a digital radio cellular system. In such systems, services are provided for areas to be covered by the communication service by a plurality of fixed transmitting and receiving stations (usually co-located). The area covered by a single fixed transmitter point on one of its directional antenna patterns is referred to as a sector or a unit. All combinations of unit locations have been designed such that a large number of mobile transmitters and receivers in a large geographic area are in continuous communication, and at least one of these fixed transmitter-receivers (servo base stations) acts as a mobile station Move in any direction. The fixed transmitter-receiver in this system is commonly referred to as a base station, and the mobile receiver can receive transmissions from adjacent base stations because its antenna pattern overlaps the antenna pattern of the servo base station. In any particular situation, when the receiver moves relative to the fixed network, the base station that the mobile receiver uses to connect to the underlying service network changes. This procedure is called handover, which ensures that the traffic of the mobile receiver is smoothly transmitted from one base station to another, so that no delay occurs in the service. In order to implement the handover procedure, the cellular mobile receiver receives the transmission from a plurality of base stations connected to 90960.doc 1345641. Related art shows how such transmissions based on telecommunications purposes can also be used by a mobile receiver or in a processing device in communication with the receiver to calculate the location of the receiver. These prior art methods and their disadvantages are now described. As described in US-6108553-A, the mobile receiver can measure the relative time delay between receiving and transmitting two signals from the time synchronization base station. These measurements form a set of intersecting hyperbola when taken from pairs of different base stations. The point at which the intersection of all of these curves is best satisfied predicts the position of the receiver. The tracing receiver can also measure the signals received from each base station with reference to its internal clock, see for example w〇 97/11384 or 〇99/2_. This reception time can then be combined with measurements made by other external measurement receivers in the network for the same transmission. The combined measurement information can then be combined into a handset or other generalized computing component to provide a set of intersecting circles of =. The location of the phone can be calculated to be at the intersection of the circle. ° For the foregoing techniques, additional equipment needs to be installed and maintained at the receiver in the network to achieve timing measurements and the normal communication capabilities of the handset must also be modified for additional timing measurements. The prior art described in US-5293642-A also describes a position estimation technique using the spatial characteristics of radio waves applied in a cellular system. In such systems the base station receiver measures the radio propagation parameters of the signals transmitted by the mobile station transmitters. These parameters may include signal strength and line material: then using the parameters and knowledge of the base station antenna pattern to derive - The probability density function of the mobile receiver (providing the predicted signal strength of any position from 90960.doc 1345641 for each base station. By combining this probability density function with a similar probability density function (centered on other base stations) The maximum value of the joint σ probability and the degree function ♦ can be derived, which can be interpreted as the maximum possible position of the mobile station. The auxiliary receiver is in other advanced technologies, such as US-5613205-A,
測里從複數個基地台所接收之控制信號的相對信號強度 然後該系統可計算該接收器與每個基地台之間與基地台 發射功率、接收功率以及從每個基地台至行動接收器之無 線電路徑中之k號衰減因數成函數關係的距離。 亦况明了用以定位行動接收器之較簡單系統。此等系统 之一採用舰單元的質心作為手機的位置。另一系統列量 相鄰單元的信號強度,並將具有最大信號位準之單元的質 心作為接收器位置的最佳指示,如w〇 98/35524中所述。The relative signal strength of the control signals received from the plurality of base stations, and then the system can calculate the transmit power, the received power, and the radio from each base station to the mobile receiver between the receiver and each base station The distance of the k-th attenuation factor in the path is a functional relationship. It also shows the simpler system used to locate the mobile receiver. One of these systems uses the center of mass of the ship unit as the location of the phone. Another system lists the signal strength of adjacent cells and uses the centroid of the cell with the largest signal level as the best indication of the receiver position, as described in w〇 98/35524.
此等特定先前技術系統與方法對於估計位置不可靠,因 為伺服單元的中心可能不是最近似的接收器位置,而且單 2:形狀不確定,並會遭遇反常的傳播狀況。一單—基地 台信號之信號位準測量亦可能因類似的原因而出錯二等 技術遭受無線電傳播路徑之高度不可預測的性質以及數風 模型之不精確性的影響。特^言之,所估計的功率位準: 常不符合簡單高斯分佈,尤其是受到多路徑衰減時一 Γ,藉㈣用—針對位置與信號強度進行校準的行動㈣ 、且可事先決定網路中數個位置處所接收的實際功率。妙 而,進行此類測量非常昂貴並 … 玖力.日丨θ α 业且衣专里貫際網 在利置之間可隨時間而改變的性質。 90960.doc 1345641 本發明係設計用於克服上述先前技術中之系統的許多不 足。特定言之,可僅使用接收器所作的測量以相對較高的 精確度來確定一通信網路中行動接收器的位置,而無需在These particular prior art systems and methods are not reliable for estimating the position because the center of the servo unit may not be the closest receiver position, and the single 2: shape is uncertain and will encounter an abnormal propagation condition. The signal level measurement of a single-base signal may also be erroneous for similar reasons. The second-class technology suffers from the highly unpredictable nature of the radio propagation path and the inaccuracy of the digital wind model. In particular, the estimated power level: often does not meet the simple Gaussian distribution, especially when multipath attenuation is used, by (4) - the action of calibrating the position and signal strength (4), and the network can be determined in advance The actual power received at several locations. Wonderfully, it is very expensive to make such measurements and ... 玖 . 丨 α α 业 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在 在90960.doc 1345641 The present invention is designed to overcome many of the deficiencies of the prior art systems described above. In particular, the position of the mobile receiver in a communication network can be determined with relatively high accuracy using only the measurements made by the receiver, without
網路中提供額外的設備’亦無需實施信號接收的週期性校 準。 X 【發明内容】 根據本發明’會提供一種在包括已知其位置的發射器之 一網路之一無線電系統中決定一行動接收器之一或多維位 置之方法’該方法包含以下步驟: a) 編譯該接收器所彳貞測的信號之一清單; b) 傳送該清單至一計算裝置; c) 建構一有關該接收器處於一給定位置之機率的位置函 數,該位置函數具有與該清單之每個構件對應的組件,每 個組件包括一取決於行動接收器位置之預定機率函數;以 置,並將該位置定義為行動接收器的位置u 接收器對信號的傾測可包括接收由該網路的一特定發身 2發射的錢以及從信號解碼資訊。該資訊亦包括心 ^之—給定臨界㈣以上的信號中之—特定簽 同步圖㈣―前導碼’或僅為以—特 -給定臨界值以上的信號功率。 ^ 接收器所谓測之信號的清單可例如 ^ 發射器識別,或可由接收—給定 ^馬例如 I力率以上之信號的頻 90960.doc • 11 - 1345641 率=成’或可由另—清單之參考的清 二=置所瞭解並且含有關於發射器之資訊。 該接收器傳送的清單之任何位置。可位於能夠接收由 接=定機率函數可基於每個發射器與Μ處於該位置的 接收盗之間無線電波的傳播 功率、發射器天線圖牵、行進距離換型考置诸如發射器 ^ Ε離以及信號傳播之可變發 射特性(例如衰減)之類的特 偵測到來自該發射器之信號的機==預定機率函數與 之可能構件資格成正比J =:二因而與該清單 飞考該預疋機率函數可基於從 权準點所獲得之偵測導出的試探函數。例如,在實務上可 發現’可藉由-種以該區域中間附近位置為中心的兩維高- 斯函數求偵測到來自該發射器(位於該發射器所涵蓋區域. 中的一特定點)之信號的機率的近似值。使用此類試探函 數可提供非常好的結果,因為其基於實際的測量,而非理 論的模型。 如果信號傳播特性較佳,可擴增該清單,或建構—第二 清單,以便包括來自未由接收器報告但已被偵測到的信號 之貢訊。在此等情形下,可修改位置函數以考量該清單中 未出現的機率。 位置函數亦可能會受到接收器肖每個㈣之偵測的可靠 性之影響。可靠性之估計可例如與所接收功率位準與侦測 臨界值之間的差異成正比,或可為一系列重複測量中偵測 到一給疋#號的次數之度量。可在從行動接收器傳達的訊 90960.doc -12· ^45641 息中發射可靠性度量,作為該清 自φ。 刃邛分或在一分離訊 心丁 ° 排序用中’接收益在傳送該清單之前對該清單進行 :广卜例如’可使用所接收信號功率或前述可靠 性度1來進行排序。 數位通m財測量信號從㈣發射器至行動接收号 以及從行動接收器至健發射器的雙程飛行時間。可使用 測量來提前手機發射器所發射之信號的時序,使得信號可 在一已知時間到達基地台。當此所謂時序提前值⑽可用 時,其較佳係包括於位置函數中,例如藉由指派該行動接 收器處於給定位置的額外機率(給定所測量的值卜 ,可以數種方式使用位置函數來實施接收器之位置的計 算,以便求出與最高機率相對應的位置。較佳地,該位置 函數為一「成本函數」,其說明與接收器位置以及清單構 件資格成函數關係之機率的倒數的對數。此成本函數的最 低數值對應於最有可能提供所測量之偵測信號清單,包括 (若可用)未偵測到的信號之清單以及所測量的丁八以及該清 單之任何報告的排序之位置。可藉由數種熟知通用數學最 小化技術之任一種來求出最小值,該等技術包括(a)可操控 位置函數以直接提供解的分析方法,(b)通常尋求沿一方向 「傾斜向下」移動解的目前估計值以移到更靠近最小點的 位置之疊代方法,以及(c)「柵格方法」,其中在一位置柵 格之每個點處評估位置函數,並且將與最小值對應的位置 取作結果。在很多教科書中說明了此等方法,例如, 90960.doc •13· 1345641 WHUam H. Press等人所著的c++數值方法第二版,劍橋大 學出版社,第1〇章第4〇1至429頁。 因此,本發明提供一種藉由在例如一具有數個可接收虚 可識別無線電發射建立於其内的地理區域内估計其位置: 獲得-行動接收器之一或多維位置之方法。該方法不依賴 於發射調變類型或内容或時間延遲測量料細知識。因此 該方法可應用於任何調變類型之任何無線電系統,而無需 系統時序之知識。 。。在一給定位置之行動接收器從該網路中的一或多個發射 益接收信號。可被偵測到的發射台稱為「可見」發射台, 並可添加到所維持的可見台清單中。接收器的位置會㈣ 其可以看見哪些發射台。根據本發日月之—系統亦可維持在 位置測量時無法接收到並稱為「不可見」,但已知其存在 且活動之發射器的清單。接收器的位置會影響哪些發射基 地台不可見。 土 在任何給定的基地台處,理論上可預測哪些基地台可 見’哪些基地台不可見,取決於諸如與發射台的距離、發 射器的發射功率以及發射器輻射圖案的偵測之類因素。根 據本發明之一實施方案,為可見與不可見清單中的每個發 射器指派一「成本」函數。此成本函數說明以下各項之組 Q ,即發射器功率、發射器輻射圖案、發射器離接收器的 距離與方位、無線電傳播特性、以及(如果可用)其他特 性,例如時序提前或本地佈局資料,其最佳地模擬行動接 收器偵測到信號的機率。基於數學上方便考量會使組合 90960.doc •14- 1345641 所有,IV B毛射益之可見性的特性之成本函數與谓測到師 號之機率之對數的負數(即機率的倒數的對數)成正比:因。 此將-發射器隔離出來之後,當接收器靠近發射器位置並 與發射器天線的正向波瓣直接—致時,例如如圖i所示, 况明其可見性的成本函數具有一低值。隨著接收器直接移 雖基地台,或與發射器相隔—固定距離與正向波瓣之方向 成一角度切向移動,成本函數逐漸增加。將說明每個發射 P對應的成本函數組合為—和’以給出—總體成本函 ’該總體成本函數說明例如圖2所示之發射器的組合式 可見性。此總體成本函數的最小值為根據本發 的位置。 队益 …根據本發明,會提供—種行動接收器裝置,該裝置能夠 攸複數個發射㈣測信號並配置成計算由該行動接收器所 I姿收之信號的-清單以及將該清單(使时)傳送至一計算 裝置。 :外,根據本發明’會提供一種計算裝置用於一行動接 收器的位置決定,該計算裝置係配置成: a) 接收由一接收器所偵測之信號的一清單, b) 建構-有關該接收器處於一给定位f之機率的位置函 數*忒位置函數具有與該清單之每個構件對應的組件,每 個組件包括—取決於行動接收器位置之預定機率函數;以 及 、估。亥位置函數,以決定一與最高位置機率對應的位 置’並將該位置定義為行動接收器的位置。 90960.doc -15· 1345641 根據本發明,會提供一種系統’其包含:一行動接收器 裝置以及一計算裝置。 该計算裝置可附著於該行動接收器,或其可遠離該行動 接收器但與該行動接收器通信。 【實施方式】 已根據本發明使用一現有GSM行動電話網路來實施行動 接收器又位系統(參見圖3)。該系統300包含複數個當作 上述發射器之收發器基地台301、302、303、304 ; —當作 行動接收器之手機310;—位置計算單元(1^1))320;以及 一官理資料庫(MDB)330。基地台提供信號發射,該等信 號發射係由手機3 10<f貞測到並使用下述數學演算法在lcu 320中處理。 手機310從數個附近基地台301至3〇4偵測信號,編譯所 谓測信號之一清單,並透過鏈路34〇經由一訊息將該清單 傳送至伺服基地台3〇4。圖4中之401顯示該訊息之格式與 内容。其係由GSM標準定義並包括下列攔位:廣播控制通 道(BCCH)、基地台識別碼(BSIC)、行動網路碼(MNC)、行 動國家碼(MCC)、單元識別項(CI)、本地區域碼(LAC)、所 採取測量的次數N,以及測量品質指示器Q。對於其偵測 到的每個基地台信號,訊息4〇1包括部分或全部此等攔 位。按所接收信號之功率位準排彳「相鄰單元」資訊,即 與該基地台而非手冑藉以雙向通信的伺服基地台對應之資 料。通信鏈路340與341可用作電話系統之一部分。 可將額外資料從一管理資料座也 貝针厚33〇供應至LCU 320,該等 90960.doc -16- 1345641 額外資料包括固定基地台 固定基地台的.對應天線圖 用作管理系統資料庫3 3 〇 分,Additional equipment is provided in the network' and periodic calibration of signal reception is not required. X [Summary] According to the present invention, a method for determining one or a multi-dimensional position of a mobile receiver in a radio system including one of the transmitters whose position is known is included. The method comprises the following steps: a Compiling a list of signals detected by the receiver; b) transmitting the list to a computing device; c) constructing a position function relating to the probability that the receiver is at a given location, the position function having Each component of the list corresponds to a component, each component including a predetermined probability function depending on the location of the mobile receiver; and the location is defined as the location of the mobile receiver. The receiver's detection of the signal may include receiving The money transmitted by a particular body 2 of the network and the information decoded from the signal. The information also includes the signal-specific synchronization pattern (4) "preamble" or the signal power above the given threshold value for a given critical (four) or more signal. ^ The list of so-called measured signals of the receiver can be identified, for example, by the transmitter, or can be received by a given frequency, such as the frequency of the signal above the I rate, 90960.doc • 11 - 1345641 rate = into ' or can be another list Refer to Qing 2 = Knowing and contains information about the transmitter. Any location of the list transmitted by the receiver. The propagation power of the radio wave, the transmitter antenna pattern, and the distance of the transmitter can be received, such as the transmitter, that can be received by the connection rate function, based on each transmitter and the receiver at the location. And the variable emission characteristics of the signal propagation (eg, attenuation), such as the machine detecting the signal from the transmitter == the predetermined probability function is proportional to the possible component qualification J =: two and thus the list The pre-failure probability function may be based on a heuristic function derived from the detection obtained from the calibration point. For example, in practice, it can be found that a two-dimensional Gaussian function centered on the vicinity of the middle of the region can be detected from the transmitter (at a specific point in the area covered by the transmitter). An approximation of the probability of the signal. Using such a heuristic function provides very good results because it is based on actual measurements, not on theoretical models. If the signal propagation characteristics are better, the list can be augmented, or a second list can be constructed to include the tribute from signals not reported by the receiver but detected. In such cases, the position function can be modified to take into account the probability of not appearing in the list. The position function may also be affected by the reliability of each (4) detection of the receiver. The estimate of reliability can be, for example, proportional to the difference between the received power level and the detected threshold, or can be a measure of the number of times a given number of repeated measurements is detected. The reliability metric can be transmitted as a clear φ from the message transmitted from the mobile receiver. The edge division or a sorting signal is used in the sorting process. The receiving unit performs the sorting before the list is transmitted: for example, the received signal power or the aforementioned reliability level 1 can be used for sorting. The digital pass measurement signal is transmitted from the (four) transmitter to the mobile reception number and the two-way flight time from the mobile receiver to the health transmitter. Measurements can be used to advance the timing of the signals transmitted by the handset transmitter so that the signals can arrive at the base station at a known time. When this so-called timing advance value (10) is available, it is preferably included in the position function, for example by assigning the mobile receiver to an additional probability of being at a given position (given the measured value, the position can be used in several ways) The function implements the calculation of the position of the receiver to find the position corresponding to the highest probability. Preferably, the position function is a "cost function" which indicates the probability of a function relationship with the receiver position and list component qualification. The logarithm of the reciprocal. The lowest value of this cost function corresponds to the list of detected signals that are most likely to be provided, including a list of undetected signals (if available) and the measured D8 and any reports of the list. The position of the sort. The minimum value can be found by any of several well-known general mathematical minimization techniques, including (a) a steerable position function to directly provide a solution for the solution, and (b) usually seek along The current estimate of the direction of the "tilt down" movement in one direction to the iterative method of moving to the position closer to the minimum point, and (c) "raster method" The position function is evaluated at each point of the grid at a position and the position corresponding to the minimum is taken as the result. These methods are described in many textbooks, for example, 90960.doc • 13· 1345641 WHUam H. Press The second edition of the C++ Numerical Method, et al., Cambridge University Press, Chapter 1, pages 4 to 429. Accordingly, the present invention provides a method for transmitting by, for example, having a plurality of receivable virtual identifiable radios. Estimating its location within a geographic area established within it: A method of obtaining one or a multi-dimensional position of a mobile receiver. This method does not rely on transmitting modulation type or content or time delay measurement material knowledge. Therefore, the method can be applied to Any radio system of any type of modulation without the knowledge of system timing. The mobile receiver at a given location receives signals from one or more of the networks. Transmitters that can be detected It is called the “visible” launch pad and can be added to the list of visible stations that are maintained. The location of the receiver will be (4) which launchers can be seen. According to the date of the launch – the system also Maintains a list of transmitters that are not received when they are measured and are referred to as "invisible," but are known to be present and active. The location of the receiver affects which transmitting base stations are not visible. The soil is at any given base station. In theory, it is theoretically predictable which base stations are visible 'which base stations are not visible, depending on factors such as the distance from the transmitting station, the transmitting power of the transmitter, and the detection of the radiation pattern of the transmitter. According to an embodiment of the invention Assign a "cost" function to each emitter in the visible and invisible lists. This cost function describes the group Q of the transmitter power, the emitter radiation pattern, the distance and orientation of the transmitter from the receiver. , radio propagation characteristics, and (if available) other characteristics, such as timing advance or local layout data, which optimally simulate the probability that the mobile receiver will detect the signal. Based on mathematical convenience considerations, the combination of 90906.doc •14-1345641, the cost function of the visibility of the visibility of IV B, and the negative of the logarithm of the probability of the teacher (ie the logarithm of the reciprocal of the probability) In proportion to: because. After the transmitter is isolated, when the receiver is close to the transmitter position and directly with the forward lobe of the transmitter antenna, for example as shown in Figure i, the cost function of the visibility has a low value. . As the receiver moves directly to the base station, or from the transmitter—the fixed distance moves tangentially at an angle to the direction of the positive lobe, the cost function gradually increases. The cost function corresponding to each of the transmitted Ps will be combined into - and ' to give - the overall cost function'. The overall cost function illustrates the combined visibility of the transmitter, such as that shown in FIG. The minimum value of this overall cost function is based on the location of this issue. In accordance with the present invention, there is provided a mobile receiver device capable of multiplexing a plurality of transmit (four) test signals and configured to calculate a list of signals received by the mobile receiver and to list the Time) transmitted to a computing device. In addition, according to the present invention, a computing device is provided for position determination of a mobile receiver configured to: a) receive a list of signals detected by a receiver, b) construct-related The receiver is in a position function giving a probability of positioning f. The position function has components corresponding to each member of the list, each component including - a predetermined probability function depending on the position of the action receiver; The position function is used to determine a position corresponding to the highest position probability and define the position as the position of the mobile receiver. 90960.doc -15. 1345641 In accordance with the present invention, a system is provided which includes: a mobile receiver device and a computing device. The computing device can be attached to the mobile receiver or it can be remote from the mobile receiver but in communication with the mobile receiver. [Embodiment] An active receiver relocation system has been implemented in accordance with the present invention using an existing GSM mobile telephone network (see Fig. 3). The system 300 includes a plurality of transceiver base stations 301, 302, 303, 304 as the above-mentioned transmitters; - a mobile phone 310 as a mobile receiver; - a position calculation unit (1^1)) 320; and a government Database (MDB) 330. The base station provides signal transmissions that are detected by the handset 3 10<f> and processed in lcu 320 using the mathematical algorithms described below. The mobile phone 310 detects signals from a plurality of nearby base stations 301 to 3, and compiles a list of the measured signals, and transmits the list to the servo base station 3〇4 via a message via the link 34. 401 in Figure 4 shows the format and content of the message. It is defined by the GSM standard and includes the following interceptors: Broadcast Control Channel (BCCH), Base Station Identifier (BSIC), Mobile Network Code (MNC), Action Country Code (MCC), Unit Identification (CI), Local The area code (LAC), the number of measurements taken N, and the measurement quality indicator Q. For each base station signal it detects, message 4〇1 includes some or all of these blocks. The "adjacent unit" information is sorted according to the power level of the received signal, that is, the data corresponding to the servo base station that the base station and the mobile phone use to communicate bidirectionally. Communication links 340 and 341 can be used as part of a telephone system. Additional data may be supplied from a management data base to the LCU 320, which is included in the fixed base station fixed base station. The corresponding antenna map is used as the management system database 3 3 points,
並係藉由鏈路350傳達至lCU 的識別(Cl、BSIC等)以及位置, 案及其發射器功率。此等資料可 中所含有之標準網路組態的一部 ° LCU 320使用訊息401 來建立可見基地台之清單。θ 心β早4ϋ2 έ亥表顯示基地台識別項、 與偵測相關聯之品質值、發射关嫂 m 赞射天線圖案類型、發射器天線 之主波瓣之指示方向、指示所偵測到的信號是否來自伺服 基地台(S)或來自相鄰基地台(N)之旗標,以及基地台之位 LCU 320亦使用管理資訊來產生已知在該系統中活動但 不存在於可見基地台之清單術中之基地台的清單4〇3。 手機310係與其伺服基地台3〇4進行時間同步通信,且亦 會經由鏈路341在另一訊息中將,丁八值從網路傳達至 320(圖3與圖4中未顯示)。 為決定手機310的位置,LCU 320需使用可見基地台清單 402與不可見基地台清單4〇3、以及與伺服基地台相關聯之 TA值來建構一說明手機處於GSM網路内一給定水平位置之 機率的函數(給定TA值以及可見與不可見清單的構件資 格)。返回對應於最大機率之位置作為手機的位置。 現在說明該特定具體實施例中所涉及的計算。 為決定手機的位置,LCU 320求出使以下函數最小化之 位置 其It is also identified by link 350 to the identification of the lCU (Cl, BSIC, etc.) as well as the location, the case and its transmitter power. The LCU 320 of the standard network configuration contained in this data can be used to create a list of visible base stations using message 401. θ heart β early 4ϋ2 έ 表 table shows the base station identification item, the quality value associated with the detection, the emission level m, the type of the antenna pattern, the direction of the main lobe of the transmitter antenna, and the indication Whether the signal comes from the servo base station (S) or the flag from the adjacent base station (N), and the base station LCU 320 also uses management information to generate activities known to be active in the system but not present in the visible base station. List of the base stations in the list is 4〇3. The mobile phone 310 is in time synchronized communication with its servo base station 3〇4, and will also communicate from the network to 320 in another message via link 341 (not shown in Figures 3 and 4). To determine the location of the handset 310, the LCU 320 needs to use the visible base station list 402 and the invisible base station list 4〇3, and the TA value associated with the servo base station to construct a description that the handset is within a given level of the GSM network. The probability of position (given the TA value and the qualification of the visible and invisible list). Returns the location corresponding to the maximum probability as the location of the phone. The calculations involved in this particular embodiment will now be described. To determine the location of the handset, the LCU 320 finds the location that minimizes the following function.
Ctot=Cta+Cv + Cn, ⑴ 中CT0T係其最小值指示手機之最可能位置的 双,Lta 90960.doc -17- 1345641Ctot=Cta+Cv + Cn, (1) The minimum value of CT0T is the highest possible position of the mobile phone. Lta 90960.doc -17- 1345641
係與時序提前測量相閲脾+ 7 A 符聯之函數,cv係與可見清單中的基 地台相關聯之函數,以另r & 關聯之函數 及cN#與不可見清單中之基地台相 函數係作為所有N個基 為: 地台之和而類似地評估 (2) c = -i>g,(户”), 其中Pn係第η個基地台传可目认地* 口係了見的機率(在〇\之情形下)β有 兩種計算此值之較佳方十 „ _ 式’即尚斯版本與功率版本,如下 所述。 高斯版本 在此版本中藉由南斯機率分佈來模擬手㈣㈣I自 發射器之信號的機率。以基地台為中心建立-兩維笛卡爾 座標系統,其中X軸沿著發私;合 神m者發射天線之正向波瓣方向定向。 高斯分佈係以X軸上的位置(X。,。)為中心。向量位置x處之 手機偵測到來自位置(〇,〇)處之發射器之信號的機率p係由 下式給定: (3) p(x) = exp -~(χ-χ〇γ . A (x~xQ^ 其中And the timing advance measurement of the function of the spleen + 7 A, cv is a function associated with the base station in the visible list, with the function of the other r & associated function and cN# and the base station in the invisible list The function system evaluates (2) c = -i>g, (household) as all the N bases: the sum of the grounds, and the Pn is the nth base station passable. The probability of (in the case of 〇\) β has two preferred methods for calculating this value, namely, the sigma version and the power version, as described below. Gaussian version In this version, the probability of the signal from the hand (four) (iv) I self-transmitter is simulated by the Nansian probability distribution. A two-dimensional Cartesian coordinate system is established centering on the base station, in which the X-axis is oriented along the direction of the lobes of the transmitting antenna. The Gaussian distribution is centered on the position (X.,.) on the X-axis. The probability that the mobile phone at vector position x detects the signal from the transmitter at the location (〇, 〇) is given by: (3) p(x) = exp -~(χ-χ〇γ . A (x~xQ^ where
j x I |x0| ’ x〇= 0 , A:W L〇J l/< l/< ’ x與y係接收器的座標, 並且表示括號内矩陣的轉置。㈣,該分佈在χ軸上自 位置xQ處具有其峰值,並且沿父方向具有一標準差α^ 沿y方向具有一標準差σ,,且無共變異項。 , 配合一與P(X,y)之對數的(數成正比之成本函數㈣ 90960.doc -18 - (4)1345641 較為方便,即: f(x,y)=-2i〇gep(x,y)。 上述f(x,y)的定義使用虫—縣它宜丨山丄 z、特疋基地台之位置與方位有 關之座標。當將可見清單中。__ 月早T所有早兀之分佈組合時,使用 一參考座標系統較為方便,哕夂 :4參考座標系統在靠近手機之 預期位置的某處具有任音眉 一句饮心原點並且其申χ軸朝東對齊,乂軸 朝北對齊,從而必須對和式中 飞甲的母一項應用一座標轉換。 如果基地台k具有虚來老庙許 旦 /、麥亏座私以及從東方逆時針以弧度測 量的方位心有關的位置(χ ) I 0k,yk),則該基地台對成本函數的 貢獻將等於: "Ά) = (χ-ζ0)γ·Β·(χ-ζ0) 其中 2〇j x I |x0| ′ x〇= 0 , A:W L〇J l/<l/< ’ x and y are the coordinates of the receiver, and represent the transpose of the matrix in parentheses. (d), the distribution has its peak on the x-axis from the position xQ, and has a standard deviation α^ along the parent direction with a standard deviation σ in the y direction, and no co-variation term. It is convenient to match the logarithm of P(X,y) with the cost function (four) 90960.doc -18 - (4)1345641, which is more convenient, ie: f(x,y)=-2i〇gep(x, y) The above definition of f(x, y) uses the coordinates of the position and orientation of the insect-county Yiyi Mountain 丄z, the special 疋 base station. When it will be visible in the list. __月早T all the early distribution When combined, it is convenient to use a reference coordinate system. The 参考:4 reference coordinate system has an original eyebrow origin at a certain position near the expected position of the mobile phone and its application axis is aligned to the east, and the axis is aligned to the north. Therefore, it is necessary to apply a standard conversion to the parent of the flying armor in the formula. If the base station k has a position related to the orientation of the old temple Xu Dan, the Mai Li seat, and the counterclockwise direction from the east (in the arc) χ ) I 0k, yk), then the base station's contribution to the cost function will be equal to: "Ά) = (χ-ζ0)γ·Β·(χ-ζ0) where 2〇
.nJ + Rr U〇 Ο ,Β = Rr · 1/σί 〇L 〇 ι/〇ί (5) R, R I⑺吨如乂 及 L-sin<K cost 參數x°、A與〜視單元不同而變化,並且可使用試探法予 以導出。在本發明的—實施方案中,會❹橫跨網路的許 f已知位置處所作測量的結果來求出當使用本方法重新計 算位置時提供最低總體誤差的值。一 一以此方式加以校準 ,便可使用該方法來定位未知位置處的手機。 形式為f(xk,yk)的函數之加法公式使得.h)r.Mw)+(x<B2.h),ZRrBR.(x〜)+e,(6) 其中 BR=B 丨+B2 以及 ZR =Br’.(Β,.ζ,+Β2.22) 。項e為一常數,因此 為無關項,因為我們僅對函數最小 取』值的位置而非函數的絕 90960.doc -19· 1345641 對值感興趣。在最小點處,函數的梯户 又马零。因為常數的 梯度總是為零,故項e不作貢獻。 據此,顯然,所有基地台的《自志太π 的〜成本函數C可簡化為一如 下形式的簡單表達式: C = (x-Z$) .B: (X-2::) ⑺ 其中2$與1的值係藉由重複使用等 寸八〇而自可見清單中.nJ + Rr U〇Ο ,Β = Rr · 1/σί 〇L 〇ι/〇ί (5) R, R I(7) tons such as 乂 and L-sin<K cost parameters x°, A and ~ depending on the unit Change and can be derived using heuristics. In an embodiment of the invention, the result of measurements made at a known location across the network is used to determine the value that provides the lowest overall error when recalculating the location using the method. By calibrating this way, you can use this method to locate a phone at an unknown location. The addition formula of a function of the form f(xk, yk) is such that .h)r.Mw)+(x<B2.h), ZRrBR.(x~)+e, (6) where BR=B 丨+B2 and ZR = Br'. (Β,.ζ, +Β2.22). The term e is a constant and therefore is an irrelevant term, because we are only interested in the value of the function's minimum value rather than the value of the function 90960.doc -19· 1345641. At the minimum point, the function's ladder is zero. Since the gradient of the constant is always zero, the term e does not contribute. Accordingly, it is clear that all base stations' self-conceived π~cost function C can be simplified into a simple expression of the form: C = (xZ$) .B: (X-2::) (7) where 2$ and The value of 1 is from the visible list by repeating the use of eight inches.
有基地台的位置與方位導出。函數C = z$的點處具有一 唯一的最小值,因此在此情形中盔 丁…南边過使用一疊 技術來實行一最小化。 功率版本 為使用此方法計算P,首先需要求出手機從_给定其地 台所接收之平均功率。此處使用平均值,從而無需考;手 機接收器的天_,該圓案在實際使用中會指向任音方 向。如果手機與基地台相隔_距離r’並且與發射器域 瓣軸成一方位角Θ,則年嫉路拉τ … 行機所接收之平均信號功率由下式 給疋· R(r,e) = G(0)WQ/rfi ^ (8) 其中Κ(Γ,餐均接收信號功率,。⑷係發射器天線… ,W〇係所發射功率^係—對數常態隨機變數(見下文), 以及β為功率損耗的指數。假定手機具有一全向天線㈣ ,此點在實務上無論如何都 " 丨疋不真貫的,但係用於平均试 良好模型。對數常態變數表 ^ 功率特性之可變性。 .,,、線電路Μ見下幻之信號 90960.doc -20- 1345641 對等式(8)兩側取對數可產生: lo9e (R(r,e)) = loge(G (θ))+ log. WQ + log, >^l〇ge r 0 (9) 對數常態變數可模擬為: r = r〇em , (ίο) 其中r〇係中值,而m係一變異數為y之常態分佈隨機變數 。將等式1 0代入等式9,得到: l〇ge (R(r ,〇)) = l〇ga(G (^))+ loge WQ + loge X0 + m-^|〇g r e。( U)The location and orientation of the base station are exported. The point at which the function C = z$ has a unique minimum, so in this case the hood...has used a stack of techniques to implement a minimization. Power Version To calculate P using this method, you first need to find the average power received by the handset from its given station. The average is used here so that there is no need to test; the day of the handset receiver, which will point to the direction of the voice in actual use. If the mobile phone is separated from the base station by a distance θ and is at an azimuth angle to the axis of the transmitter, then the average signal power received by the 嫉 拉 τ 行 行 疋 疋 R R R R R R R R R R R R R R R R R R G(0)WQ/rfi ^ (8) where Κ(Γ, meal receives signal power, (4) is the transmitter antenna..., the power transmitted by the W〇 system—the lognormal random variable (see below), and β As an index of power loss, it is assumed that the mobile phone has an omnidirectional antenna (4), which is practical in any case, but it is not true, but it is used for the average test good model. The lognormal variable table ^ power characteristics can be Denature. .,,, line circuit see the signal of the next illusion 90960.doc -20- 1345641 The logarithm of the two sides of the equation (8) can produce: lo9e (R (r, e)) = loge (G (θ) + log. WQ + log, >^l〇ge r 0 (9) The lognormal variable can be modeled as: r = r〇em , ( ίο) where r is the median value and m is a variation y The normal distribution random variable. Substituting the equation 10 into Equation 9, we get: l〇ge (R(r ,〇)) = l〇ga(G (^))+ loge WQ + loge X0 + m-^| 〇gre.( U)
如以下段落所解釋,此式指示所接收功率位準的對數係 一高斯分佈變數’其機率密度函數(PDF)如下: PDF(Ioge/?) = (2^a2)-1/2exp[-(l〇ge/?-f)2/(2Cr2)] 其中[ = loge(G⑻)十|0gei^〇+|0ge/。-々|〇9βΑ·。 手機偵測到一基地台,並且如果所接收功率位準高於最 小可偵測信號功率、in,則將該基地台列為「可見」。圖5 概略地描述此點。該曲線圖顯示所接收功率之對數l〇g尺相As explained in the following paragraphs, this equation indicates the logarithm of the received power level, a Gaussian distribution variable, whose probability density function (PDF) is as follows: PDF(Ioge/?) = (2^a2)-1/2exp[-( L〇ge/?-f)2/(2Cr2)] where [= loge(G(8))10|0gei^〇+|0ge/. -々|〇9βΑ·. The mobile phone detects a base station and if the received power level is higher than the minimum detectable signal power, in, the base station is listed as "visible". Figure 5 outlines this point. The graph shows the logarithm of the received power
對於與基地台發射器之間距離的對數1〇§ r而繪製,兩者分 別在軸500與501上,並且結果為一直線5〇卜標記α所示之 一範例點與線503所示之發射器相隔一距離,該點具有線 504所給定之一預測接收功率。當在與發射器相隔相同距 離處多次測量所接收功率時,實務上可發現結果會變化, 一般而言遵循曲線505所示之機率分佈。此係一對數曲線 圖上的常態分佈,®此藉由對數常態變數γ可最佳地說明 此可變性,如前所述。 90960.doc -21 - 1345641 線506係可由接收器偵測到的最小接收功率尺心。因此, 藉由曲線505下方' 臨界線5〇6上方的面積給定在點A偵測 到信號的機率Ρ»數學上此係由以下整數給定: P=l〇ge R>l〇ge Rmin之機率, (13) 即 co ^(2;Γσ2)Γΐ/2βΧρΗ〇9β^ -Γ)2/(2σ2)] d(logeR)Plotted for the logarithm of the distance between the base station transmitter and the base station transmitter, the two are on the axes 500 and 501, respectively, and the result is a sample point shown by the line 5 〇b mark α and the line shown by line 503. The devices are separated by a distance having a predicted received power given by line 504. When the received power is measured multiple times at the same distance from the transmitter, it is practical to find that the results vary, generally following the probability distribution shown by curve 505. This is the normal distribution on a one-to-one graph, which is best explained by the lognormal variable γ, as previously described. 90960.doc -21 - 1345641 Line 506 is the minimum received power scale that can be detected by the receiver. Therefore, the probability of detecting a signal at point A is given by the area above the critical line 5〇6 below the curve 505. Mathematically this is given by the following integer: P=l〇ge R>l〇ge Rmin Probability, (13) ie co ^(2; Γσ2) Γΐ/2βΧρΗ〇9β^ -Γ)2/(2σ2)] d(logeR)
P 0 (14) 此類整數與「誤差函數」Erf有關是廣為人知的(例如參見 ,WiUiam H. Press等人所著之c++數值方法劍橋大學出 版社’第6章,第225頁)。因此,p係由 p=(1+ef(([-|〇g 凡)‘))/2給定。 (15) 正如前述高斯版本,使用一「成本」函數c(其為p的負對 數)在數學上較為方便,即: 0 = -·〇9β(^) 〇 (16) 此函數在機率最大的位置具有-最小值中在假定 =線圖案。⑷係一 cos〜函數的條件下緣製此成本函數。χ 與y水平軸係有關基地台位 1Λ_ ^ 置之位置軸。垂直軸係〇(低成 U成本)之任意刻度上所示的成本函數值。 中所繪製表面具有數個不同的特徵 在發射器基地台位f两囹亡 符傲马 周圍有—低中心區域10!,在該區域 令,被接收器偵測到的成本係— 功^立❹一 取小值。此係因為該處的 ::位卓很…致即使通道衰減P 0 (14) Such integers are well known for their "error function" Erf (see, for example, the C++ Numerical Method by WiUiam H. Press et al., Cambridge University Press, Chapter 6, page 225). Therefore, p is given by p = (1 + ef(([-|〇g 凡))))). (15) As in the previous Gaussian version, it is mathematically convenient to use a "cost" function c (which is the negative logarithm of p), ie: 0 = -·〇9β(^) 〇(16) This function is the most probable The position has a minimum value in the assumed = line pattern. (4) This cost function is based on a condition of a cos~ function.位置 With the y horizontal axis system, the position of the base station is 1Λ_^. The cost function value shown on any scale of the vertical axis system 低 (low U cost). The surface drawn in the plane has several different features. At the base of the transmitter base, there are two low-center areas around the arrogant horse. In this area, the cost system detected by the receiver is established. Take a small value. This is because the location of the place is very good... even if the channel is attenuated
所接收功率位準仍在最小值以 ’度非比W 第—特傲丘,沿天線零 90960.doc •22- 1345641 方向有一高成本103β 备將此分析擴展成包括來自所有BTS的所有信號並組合 _ 09 早一成本函數時,該形狀類似於圖2所示之形狀。此 圖式十的軸以手機的位置202為中心。 在該較佳具體實施例中,與時序提前測量相關聯之對應 成本函數CTA係如圖6中概略性顯示。此圖式描述一基地台 6〇1之視圖以及時序提前距離602之一圖形表示,理想言 之,該距離可由所測量的TA值乘以無線電波的速度而計算 知到只務上,在一 G S Μ系統中,藉由測量方法將一特定 徑向距離602處所測量之報告的ΤΑ值量化成約55〇公尺或半 個GSM「位元」之單位。此點表示與基地台之間的徑向距 綠602(DTA)平均具有一加/減四分之一位元等效距離誤差’ 如同心圓603所示。如圖所示,應用於特定具體實施例之 成本函數604至606係疊置於此示意圖上。總之,任何比所 測量TA距離更靠近基地台四分之一位元的位置(DTA_225m) 被賦予一與相對於此位置之差異成正比之成本值6〇4。所 測量之距離加/減四分之一位元之模糊頻帶内的位置被賦 予一零成本值605 »進一步超出TA距離之外四分之一位元 的位置(DTA+225m)被賦予一與相對於此位置之差異的平方 成正比之值606。 在該較佳具體實施例中’可如下求出所組合成本函數 CT0T的最小值。將該等基地台位置投影於—水平平面上 並且識別在此所有基地台的共同水平平面上沿二水平方向 形成一相等距離柵格的點。圖7中概略性顯示此點,盆 * /、中 90960.doc -23- 如圖所示之柵格700疊置於所有基地台的共同水平平面 ;上。在該平面上識別一範例點7〇1。在每個此等柵格點處 評估總成本函數Ct〇t,並且求出對應於Cm之最低值的 點。在圖7中’將此點顯示為一範例點7〇1。然後將此點取 作間隔702之十分之一之另一柵格點方形陣列之中心。在 此子柵格之每個點處再次評估匕町,並且求出最小值。然 後將此點用作評估Ct〇t之另一組柵格點之中心,依此類 推,直至子栅格間隔等於10 m為止。將對應於Ct〇t之最低 值的點用作行動接收器之位置的估計。 根據以上就「高斯版本」與「功率版本」所述之特定具 體貫她例之試驗已在數個GSM網路中進行實施。例如,在 其中一個試驗中已使用高斯版本。總共會選擇3丨9個隨機 分散於測試區域上的測試點,並且在每個點處將根據本發 明所測篁之手機位置與藉由更精確的方式所測量之真實位 置(「地面真相」)進行比較。結果顯示,有三分之二的位 置在220 m的地面真相内,且有二十分之十九的位置在3 8〇 m内。 【圖式簡單說明】 圖1說明與單一發射器相關聯之位置函數(Γ成本」)之一 範例性曲線圖。 圖2說明與多發射器相關聯之位置函數(「成本」)之一範 例性曲線圖。 圖3說明一範例性多發射器系統。 圖4說明所偵測到的、手機所傳送之信號的一範例性清 90960.doc •24- 134^041 單’以及在位置計算單元處所伴拄+ 之可見與不可見信號的 清單範例。 圖5說明所接收功率隨著離發射器之距離之變化。 圖ό說明一範例性固定發射器以及與時序提前相關聯之 位置函數組件之曲線圖。 圖7說明一計算柵格。 【圖式代表符號說明】 101 低中心區域 103 ifj成本 202 手機的位置 300 行動接收器定位系統 301 收發器基地台 302 收發器基地台 303 收發器基地台 304 收發器基地台 310 手機 320 位置計算單元 330 管理資料庫 340 鏈路 341 鏈路 350 鏈路 401 訊息 402 清單 403 清單 90960.doc -25- 1345641 500 轴 501 轴 502 直線 503 線 504 線 505 曲線 506 臨界線 601 基地台 602 時序提前距離 603 同心圓 604 成本函數 605 成本函數 606 成本函數 700 栅格 701 範例點 702 間隔 90960.doc -26The received power level is still at a minimum value of 'degree non-W-the first-Turkey, along the antenna zero 90960.doc • 22-1345641 direction has a high cost 103β to extend this analysis to include all signals from all BTS and When the _ 09 early one cost function is combined, the shape is similar to the shape shown in FIG. 2. The axis of this Figure 10 is centered on the location 202 of the handset. In the preferred embodiment, the corresponding cost function CTA associated with the timing advance measurement is shown schematically in FIG. This diagram depicts a graphical representation of a base station 6〇1 and a timing advance distance 602. Ideally, the distance can be calculated by multiplying the measured TA value by the speed of the radio wave. In the GS system, the measured ΤΑ value measured at a particular radial distance 602 is quantized into a unit of about 55 〇 meters or half a GSM "bit" by a measurement method. This point indicates that the radial distance from the base station 602 (DTA) has an average plus/minus one-quarter equivalent distance error as shown by the heart circle 603. As shown, cost functions 604 through 606 applied to a particular embodiment are stacked on this schematic. In summary, any position (DTA_225m) closer to the base station quarter-bit than the measured TA distance is given a cost value of 6〇4 which is proportional to the difference from this position. The measured distance plus/minus the position within the fuzzy band of the quarter-bit is assigned a zero cost value 605 » further beyond the TA distance, the position of the quarter-bit (DTA+225m) is given a The square of the difference from this position is proportional to the value 606. In the preferred embodiment, the minimum value of the combined cost function CT0T can be found as follows. The base station positions are projected onto a horizontal plane and points identifying an equal distance grid in two horizontal directions on a common horizontal plane of all of the base stations. This is schematically shown in Figure 7, pot * /, medium 90960.doc -23 - grid 700 as shown in the stack is placed on the common horizontal plane of all base stations; An example point 7〇1 is identified on this plane. The total cost function Ct〇t is evaluated at each of these grid points, and the point corresponding to the lowest value of Cm is found. This point is shown in Figure 7 as an example point 7〇1. This point is then taken as the center of another grid point array of one tenth of the interval 702. The 匕町 is evaluated again at each point of this sub-grid, and the minimum value is found. This point is then used as the center of another set of grid points for evaluating Ct〇t, and so on, until the sub-grid spacing is equal to 10 m. A point corresponding to the lowest value of Ct〇t is used as an estimate of the position of the mobile receiver. The specific examples described above for the "Gaussian version" and "Power version" have been implemented in several GSM networks. For example, the Gaussian version has been used in one of the trials. A total of 3丨9 test points randomly scattered on the test area will be selected, and the position of the mobile phone measured according to the present invention and the real position measured by a more precise method ("ground truth") will be selected at each point. )Compare. The results show that two-thirds of the position is within the ground truth of 220 m and that 19 of the nineteenth position is within 3 8 〇 m. BRIEF DESCRIPTION OF THE DRAWINGS Figure 1 illustrates an exemplary graph of one of the position functions (Γcosts) associated with a single emitter. Figure 2 illustrates a exemplary graph of a position function ("cost") associated with a multi-emitter. Figure 3 illustrates an exemplary multi-emitter system. Figure 4 illustrates an example of a list of detected and invisible signals associated with the transmitted signal transmitted by the handset and the associated and invisible signals at the location calculation unit. Figure 5 illustrates the variation in received power as a function of distance from the transmitter. Figure ό illustrates a diagram of an exemplary fixed transmitter and position function components associated with timing advances. Figure 7 illustrates a computational grid. [schematic representation symbol description] 101 low center area 103 ifj cost 202 mobile phone position 300 mobile receiver positioning system 301 transceiver base station 302 transceiver base station 303 transceiver base station 304 transceiver base station 310 mobile phone 320 position calculation unit 330 Management Library 340 Link 341 Link 350 Link 401 Message 402 List 403 List 90960.doc -25- 1345641 500 Axis 501 Axis 502 Line 503 Line 504 Line 505 Curve 506 Critical Line 601 Base Station 602 Timing Advance Distance 603 Concentric Circle 604 Cost Function 605 Cost Function 606 Cost Function 700 Grid 701 Example Point 702 Interval 90960.doc -26
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FI111901B (en) | 2000-12-29 | 2003-09-30 | Ekahau Oy | Estimation of position in wireless communication networks |
US7224983B2 (en) * | 2003-01-08 | 2007-05-29 | Lucent Technologies Inc. | Method and apparatus for geolocation estimates in wireless networks |
-
2003
- 2003-02-05 EP EP03250733A patent/EP1445970B1/en not_active Expired - Lifetime
- 2003-02-05 DE DE60326925T patent/DE60326925D1/en not_active Expired - Lifetime
-
2004
- 2004-01-23 CA CA002513154A patent/CA2513154A1/en not_active Abandoned
- 2004-01-23 WO PCT/GB2004/000281 patent/WO2004071120A1/en active Application Filing
- 2004-01-23 US US10/544,072 patent/US8630656B2/en not_active Expired - Fee Related
- 2004-02-05 TW TW093102624A patent/TWI345641B/en not_active IP Right Cessation
- 2004-09-10 HK HK04106900.2A patent/HK1064251A1/en not_active IP Right Cessation
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2005
- 2005-08-05 KR KR20057014524A patent/KR101108749B1/en not_active IP Right Cessation
Also Published As
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EP1445970A1 (en) | 2004-08-11 |
US8630656B2 (en) | 2014-01-14 |
WO2004071120A8 (en) | 2005-09-01 |
US20070001867A1 (en) | 2007-01-04 |
HK1064251A1 (en) | 2005-01-21 |
EP1445970B1 (en) | 2009-04-01 |
KR101108749B1 (en) | 2012-03-08 |
WO2004071120A1 (en) | 2004-08-19 |
DE60326925D1 (en) | 2009-05-14 |
CA2513154A1 (en) | 2004-08-19 |
KR20050098901A (en) | 2005-10-12 |
TW200428017A (en) | 2004-12-16 |
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